pandas

Compared with 17 Python open source projects, and all 107 of GitStats Gallery · the 12 months up to each one’s last commit

What stands out

Where it is in the top or bottom 15% of these projects.

Where it stands

pandasPythonothers

Commits2,944
033,356
5th of 17Python projects
42nd of 107 overall

Commits in the 12 months up to the last one.

Contributors386
02,301
3rd of 17Python projects
24th of 107 overall

People who made a commit in those 12 months; bots are left out.

New contributors319
01,887
3rd of 17Python projects
21st of 107 overall

Of them, those whose first commit to the project was in those 12 months.

Half the commits by1
078
12th of 17Python projects
92nd of 107 overall

The fewest people whose commits add up to half of those 12 months': how far the work is spread.

Organizations10
063
5th of 17Python projects
31st of 107 overall

Organizations whose addresses committed in those 12 months, by email domain; a domain only one person uses is not one.

AI-assisted42.2%
0%51.6%
1st of 17Python projects
2nd of 107 overall

The share of the last four quarters' commits that name an AI coding assistant; a lower bound.

Counts sit on a logarithmic scale, so that projects of every size have room; shares on a straight one. A rank is a position among these projects, not a score: more is not better. Every number is in compare.json.